Ashutosh Kumar
Machine Learning Engineer (MLE), Owl Autonomous Imaging
Machine Learning Engineer (MLE), Owl Autonomous Imaging
I'm a research-driven Machine Learning Engineer (MLE) at Owl Autonomous Imaging, where I work on 3D perception, multimodal sensor fusion, and intelligent perception systems for autonomous vehicles. My work focuses on building robust real-world perception stacks that combine depth, thermal, and vision signals for reliable deployment.
I publish across AI and ML venues on perception, decision-making, and language modeling, with recent work spanning autonomous-driving benchmarks, complex-valued neural networks, and multimodal/LLM research. I specialize in PyTorch, ROS2, NVIDIA platforms, and translating research into production-grade systems.